{"id":"W3021174573","doi":"10.1016/j.livsci.2008.01.015","title":"","year":2008,"lang":"en","type":"article","venue":"Livestock Science","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of British Columbia; Ministry of Agriculture","funders":"","keywords":"Mathematics; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00152662,0.0002868897,0.0002542287,0.0007025656,0.003998246,0.0001272806,0.002874322,0.00004136722,0.00001951543],"category_scores_gemma":[0.001506613,0.0002639,0.00007895597,0.008110364,0.01231884,0.004925036,0.0006091483,0.0002576759,0.002190887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003133372,"about_ca_system_score_gemma":0.001119687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002489143,"about_ca_topic_score_gemma":0.00002399636,"domain_scores_codex":[0.9940624,0.00007858605,0.0003795674,0.001311661,0.002521879,0.001645874],"domain_scores_gemma":[0.9969979,0.0001324179,0.0001868744,0.001303473,0.0004616506,0.000917674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003095469,0.0001496903,0.2451304,0.000001663985,0.000001763149,0.0001056211,0.006528168,0.0008880422,0.7410358,0.005786756,0.0001908371,0.0001503917],"study_design_scores_gemma":[0.000502664,0.0003010879,0.9238647,0.00001225414,0.000003563336,0.001305135,0.0002976502,0.001591149,0.07071693,0.0007735118,0.0002431811,0.0003881549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939845,0.00005731903,0.0006650102,0.0002235119,0.0002223707,0.0004343365,0.00000595811,0.0007535731,0.003653476],"genre_scores_gemma":[0.98071,0.000004202055,0.01845384,0.0003682516,0.0000810454,0.0000550301,5.520374e-7,0.00003784614,0.0002892875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6787344,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03971140507225247,"score_gpt":0.274038510301216,"score_spread":0.2343271052289636,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}